Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 500 |
| Missing cells | 6 |
| Missing cells (%) | 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 47.0 KiB |
| Average record size in memory | 96.3 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 10 |
Lifetime Post Total Reach is highly correlated with Lifetime Post Total Impressions and 6 other fields | High correlation |
Lifetime Post Total Impressions is highly correlated with Lifetime Post Total Reach and 7 other fields | High correlation |
Lifetime Engaged Users is highly correlated with Lifetime Post Total Reach and 6 other fields | High correlation |
Lifetime Post Consumers is highly correlated with Lifetime Post Total Reach and 5 other fields | High correlation |
Lifetime Post Consumptions is highly correlated with Lifetime Post Total Reach and 3 other fields | High correlation |
Comments is highly correlated with Lifetime Post Total Reach and 4 other fields | High correlation |
Likes is highly correlated with Lifetime Post Total Reach and 6 other fields | High correlation |
Shares is highly correlated with Lifetime Post Total Impressions and 4 other fields | High correlation |
Total Interactions is highly correlated with Lifetime Post Total Reach and 6 other fields | High correlation |
Lifetime Post Total Reach is highly correlated with Lifetime Post Total Impressions and 3 other fields | High correlation |
Lifetime Post Total Impressions is highly correlated with Lifetime Post Total Reach | High correlation |
Lifetime Engaged Users is highly correlated with Lifetime Post Total Reach and 6 other fields | High correlation |
Lifetime Post Consumers is highly correlated with Lifetime Engaged Users and 1 other fields | High correlation |
Lifetime Post Consumptions is highly correlated with Lifetime Engaged Users and 1 other fields | High correlation |
Comments is highly correlated with Lifetime Engaged Users and 3 other fields | High correlation |
Likes is highly correlated with Lifetime Post Total Reach and 4 other fields | High correlation |
Shares is highly correlated with Lifetime Engaged Users and 3 other fields | High correlation |
Total Interactions is highly correlated with Lifetime Post Total Reach and 4 other fields | High correlation |
Lifetime Post Total Reach is highly correlated with Lifetime Post Total Impressions and 3 other fields | High correlation |
Lifetime Post Total Impressions is highly correlated with Lifetime Post Total Reach and 3 other fields | High correlation |
Lifetime Engaged Users is highly correlated with Lifetime Post Total Reach and 3 other fields | High correlation |
Lifetime Post Consumers is highly correlated with Lifetime Post Total Reach and 3 other fields | High correlation |
Lifetime Post Consumptions is highly correlated with Lifetime Post Total Reach and 3 other fields | High correlation |
Comments is highly correlated with Likes and 1 other fields | High correlation |
Likes is highly correlated with Comments and 2 other fields | High correlation |
Shares is highly correlated with Likes and 1 other fields | High correlation |
Total Interactions is highly correlated with Comments and 2 other fields | High correlation |
Lifetime Post Total Reach is highly correlated with Lifetime Post Total Impressions and 6 other fields | High correlation |
Lifetime Post Total Impressions is highly correlated with Lifetime Post Total Reach and 3 other fields | High correlation |
Lifetime Engaged Users is highly correlated with Lifetime Post Total Reach and 7 other fields | High correlation |
Lifetime Post Consumers is highly correlated with Lifetime Post Total Reach and 2 other fields | High correlation |
Lifetime Post Consumptions is highly correlated with Lifetime Engaged Users and 1 other fields | High correlation |
Comments is highly correlated with Lifetime Post Total Reach and 5 other fields | High correlation |
Likes is highly correlated with Lifetime Post Total Reach and 4 other fields | High correlation |
Shares is highly correlated with Lifetime Post Total Reach and 5 other fields | High correlation |
Total Interactions is highly correlated with Lifetime Post Total Reach and 4 other fields | High correlation |
Comments has 106 (21.2%) zeros | Zeros |
Shares has 13 (2.6%) zeros | Zeros |
Total Interactions has 6 (1.2%) zeros | Zeros |
Reproduction
| Analysis started | 2022-04-26 12:14:48.420216 |
|---|---|
| Analysis finished | 2022-04-26 12:15:03.279386 |
| Duration | 14.86 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
Category
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 KiB |
| 1 | |
|---|---|
| 3 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 215 | |
| 3 | 155 | |
| 2 | 130 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 215 | |
| 3 | 155 | |
| 2 | 130 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Post Month
Real number (ℝ≥0)
| Distinct | 12 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.038 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.95 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.307936046 |
|---|---|
| Coefficient of variation (CV) | 0.470010805 |
| Kurtosis | -1.136445822 |
| Mean | 7.038 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.1222623099 |
| Sum | 3519 |
| Variance | 10.94244088 |
| Monotonicity | Decreasing |
| Value | Count | Frequency (%) |
| 10 | 60 | |
| 7 | 52 | |
| 12 | 50 | |
| 4 | 50 | |
| 6 | 49 | |
| 11 | 45 | |
| 5 | 37 | |
| 9 | 36 | |
| 3 | 36 | |
| 8 | 34 | |
| Other values (2) | 51 |
| Value | Count | Frequency (%) |
| 1 | 25 | |
| 2 | 26 | |
| 3 | 36 | |
| 4 | 50 | |
| 5 | 37 | |
| 6 | 49 | |
| 7 | 52 | |
| 8 | 34 | |
| 9 | 36 | |
| 10 | 60 |
| Value | Count | Frequency (%) |
| 12 | 50 | |
| 11 | 45 | |
| 10 | 60 | |
| 9 | 36 | |
| 8 | 34 | |
| 7 | 52 | |
| 6 | 49 | |
| 5 | 37 | |
| 4 | 50 | |
| 3 | 36 |
Paid
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 4.0 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 360 | |
| 1.0 | 139 | 27.8% |
| (Missing) | 1 | 0.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 360 | |
| 1.0 | 139 | 27.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Lifetime Post Total Reach
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 485 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13903.36 |
| Minimum | 238 |
|---|---|
| Maximum | 180480 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 238 |
|---|---|
| 5-th percentile | 1326.55 |
| Q1 | 3315 |
| median | 5281 |
| Q3 | 13168 |
| 95-th percentile | 54319.2 |
| Maximum | 180480 |
| Range | 180242 |
| Interquartile range (IQR) | 9853 |
Descriptive statistics
| Standard deviation | 22740.78789 |
|---|---|
| Coefficient of variation (CV) | 1.63563253 |
| Kurtosis | 16.79992731 |
| Mean | 13903.36 |
| Median Absolute Deviation (MAD) | 2855.5 |
| Skewness | 3.679156464 |
| Sum | 6951680 |
| Variance | 517143433.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2232 | 2 | 0.4% |
| 3754 | 2 | 0.4% |
| 5280 | 2 | 0.4% |
| 3322 | 2 | 0.4% |
| 2645 | 2 | 0.4% |
| 5290 | 2 | 0.4% |
| 9528 | 2 | 0.4% |
| 3414 | 2 | 0.4% |
| 3358 | 2 | 0.4% |
| 6692 | 2 | 0.4% |
| Other values (475) | 480 |
| Value | Count | Frequency (%) |
| 238 | 1 | |
| 391 | 1 | |
| 452 | 1 | |
| 584 | 1 | |
| 617 | 1 | |
| 619 | 1 | |
| 645 | 1 | |
| 652 | 1 | |
| 659 | 1 | |
| 677 | 2 |
| Value | Count | Frequency (%) |
| 180480 | 1 | |
| 158208 | 1 | |
| 153536 | 1 | |
| 139008 | 1 | |
| 128064 | 1 | |
| 122944 | 1 | |
| 109056 | 1 | |
| 105632 | 1 | |
| 100768 | 1 | |
| 98816 | 1 |
Lifetime Post Total Impressions
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 494 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29585.948 |
| Minimum | 570 |
|---|---|
| Maximum | 1110282 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 570 |
|---|---|
| 5-th percentile | 2451.7 |
| Q1 | 5694.75 |
| median | 9051 |
| Q3 | 22085.5 |
| 95-th percentile | 110238.5 |
| Maximum | 1110282 |
| Range | 1109712 |
| Interquartile range (IQR) | 16390.75 |
Descriptive statistics
| Standard deviation | 76803.24667 |
|---|---|
| Coefficient of variation (CV) | 2.595936648 |
| Kurtosis | 94.00195526 |
| Mean | 29585.948 |
| Median Absolute Deviation (MAD) | 4670.5 |
| Skewness | 8.35100834 |
| Sum | 14792974 |
| Variance | 5898738699 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12735 | 2 | 0.4% |
| 8745 | 2 | 0.4% |
| 7004 | 2 | 0.4% |
| 4372 | 2 | 0.4% |
| 8533 | 2 | 0.4% |
| 6503 | 2 | 0.4% |
| 32576 | 1 | 0.2% |
| 11373 | 1 | 0.2% |
| 4954 | 1 | 0.2% |
| 7278 | 1 | 0.2% |
| Other values (484) | 484 |
| Value | Count | Frequency (%) |
| 570 | 1 | |
| 726 | 1 | |
| 746 | 1 | |
| 1029 | 1 | |
| 1071 | 1 | |
| 1096 | 1 | |
| 1117 | 1 | |
| 1158 | 1 | |
| 1240 | 1 | |
| 1285 | 1 |
| Value | Count | Frequency (%) |
| 1110282 | 1 | |
| 665792 | 1 | |
| 497910 | 1 | |
| 457509 | 1 | |
| 453213 | 1 | |
| 319133 | 1 | |
| 277100 | 1 | |
| 252207 | 1 | |
| 251269 | 1 | |
| 229733 | 1 |
Lifetime Engaged Users
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 414 |
|---|---|
| Distinct (%) | 82.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 920.344 |
| Minimum | 9 |
|---|---|
| Maximum | 11452 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 169.75 |
| Q1 | 393.75 |
| median | 625.5 |
| Q3 | 1062 |
| 95-th percentile | 2581.25 |
| Maximum | 11452 |
| Range | 11443 |
| Interquartile range (IQR) | 668.25 |
Descriptive statistics
| Standard deviation | 985.016636 |
|---|---|
| Coefficient of variation (CV) | 1.070270069 |
| Kurtosis | 34.11123064 |
| Mean | 920.344 |
| Median Absolute Deviation (MAD) | 283.5 |
| Skewness | 4.515919585 |
| Sum | 460172 |
| Variance | 970257.7732 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 537 | 4 | 0.8% |
| 206 | 3 | 0.6% |
| 424 | 3 | 0.6% |
| 517 | 3 | 0.6% |
| 564 | 3 | 0.6% |
| 338 | 3 | 0.6% |
| 1062 | 3 | 0.6% |
| 421 | 3 | 0.6% |
| 1141 | 3 | 0.6% |
| 541 | 3 | 0.6% |
| Other values (404) | 469 |
| Value | Count | Frequency (%) |
| 9 | 1 | |
| 15 | 1 | |
| 17 | 1 | |
| 24 | 1 | |
| 25 | 1 | |
| 37 | 2 | |
| 66 | 2 | |
| 84 | 1 | |
| 97 | 1 | |
| 103 | 1 |
| Value | Count | Frequency (%) |
| 11452 | 1 | |
| 8072 | 1 | |
| 6164 | 1 | |
| 5352 | 1 | |
| 4840 | 1 | |
| 4544 | 1 | |
| 4258 | 1 | |
| 3984 | 1 | |
| 3872 | 1 | |
| 3742 | 1 |
Lifetime Post Consumers
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 422 |
|---|---|
| Distinct (%) | 84.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 798.772 |
| Minimum | 9 |
|---|---|
| Maximum | 11328 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 123.95 |
| Q1 | 332.5 |
| median | 551.5 |
| Q3 | 955.5 |
| 95-th percentile | 2319.4 |
| Maximum | 11328 |
| Range | 11319 |
| Interquartile range (IQR) | 623 |
Descriptive statistics
| Standard deviation | 882.5050131 |
|---|---|
| Coefficient of variation (CV) | 1.104827176 |
| Kurtosis | 44.95625301 |
| Mean | 798.772 |
| Median Absolute Deviation (MAD) | 264 |
| Skewness | 5.033074953 |
| Sum | 399386 |
| Variance | 778815.0982 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 182 | 3 | 0.6% |
| 642 | 3 | 0.6% |
| 319 | 3 | 0.6% |
| 482 | 3 | 0.6% |
| 322 | 3 | 0.6% |
| 374 | 3 | 0.6% |
| 503 | 3 | 0.6% |
| 513 | 3 | 0.6% |
| 335 | 3 | 0.6% |
| 298 | 3 | 0.6% |
| Other values (412) | 470 |
| Value | Count | Frequency (%) |
| 9 | 1 | |
| 15 | 1 | |
| 17 | 1 | |
| 23 | 1 | |
| 25 | 1 | |
| 37 | 2 | |
| 59 | 1 | |
| 63 | 1 | |
| 65 | 1 | |
| 71 | 1 |
| Value | Count | Frequency (%) |
| 11328 | 1 | |
| 5934 | 1 | |
| 5202 | 1 | |
| 4754 | 1 | |
| 4100 | 1 | |
| 4010 | 1 | |
| 3822 | 1 | |
| 3682 | 1 | |
| 3586 | 1 | |
| 3464 | 1 |
Lifetime Post Consumptions
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 440 |
|---|---|
| Distinct (%) | 88.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1415.13 |
| Minimum | 9 |
|---|---|
| Maximum | 19779 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 153.95 |
| Q1 | 509.25 |
| median | 851 |
| Q3 | 1463 |
| 95-th percentile | 4540.5 |
| Maximum | 19779 |
| Range | 19770 |
| Interquartile range (IQR) | 953.75 |
Descriptive statistics
| Standard deviation | 2000.594118 |
|---|---|
| Coefficient of variation (CV) | 1.413717551 |
| Kurtosis | 31.37938201 |
| Mean | 1415.13 |
| Median Absolute Deviation (MAD) | 420 |
| Skewness | 4.817636457 |
| Sum | 707565 |
| Variance | 4002376.827 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 599 | 3 | 0.6% |
| 730 | 3 | 0.6% |
| 795 | 3 | 0.6% |
| 889 | 3 | 0.6% |
| 719 | 3 | 0.6% |
| 513 | 3 | 0.6% |
| 652 | 3 | 0.6% |
| 431 | 3 | 0.6% |
| 337 | 2 | 0.4% |
| 913 | 2 | 0.4% |
| Other values (430) | 472 |
| Value | Count | Frequency (%) |
| 9 | 1 | |
| 19 | 1 | |
| 20 | 1 | |
| 26 | 1 | |
| 31 | 1 | |
| 49 | 1 | |
| 55 | 1 | |
| 70 | 1 | |
| 71 | 1 | |
| 95 | 1 |
| Value | Count | Frequency (%) |
| 19779 | 1 | |
| 18115 | 1 | |
| 14974 | 1 | |
| 12074 | 1 | |
| 11064 | 1 | |
| 9614 | 1 | |
| 9237 | 1 | |
| 8415 | 1 | |
| 8308 | 1 | |
| 8049 | 1 |
| Distinct | 46 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.482 |
| Minimum | 0 |
|---|---|
| Maximum | 372 |
| Zeros | 106 |
| Zeros (%) | 21.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 25.05 |
| Maximum | 372 |
| Range | 372 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 21.18090975 |
|---|---|
| Coefficient of variation (CV) | 2.830915497 |
| Kurtosis | 183.43997 |
| Mean | 7.482 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 11.76756353 |
| Sum | 3741 |
| Variance | 448.6309379 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 106 | |
| 2 | 71 | |
| 1 | 62 | |
| 4 | 44 | |
| 3 | 36 | 7.2% |
| 6 | 26 | 5.2% |
| 7 | 20 | 4.0% |
| 5 | 20 | 4.0% |
| 9 | 15 | 3.0% |
| 10 | 11 | 2.2% |
| Other values (36) | 89 |
| Value | Count | Frequency (%) |
| 0 | 106 | |
| 1 | 62 | |
| 2 | 71 | |
| 3 | 36 | 7.2% |
| 4 | 44 | |
| 5 | 20 | 4.0% |
| 6 | 26 | 5.2% |
| 7 | 20 | 4.0% |
| 8 | 8 | 1.6% |
| 9 | 15 | 3.0% |
| Value | Count | Frequency (%) |
| 372 | 1 | |
| 146 | 1 | |
| 144 | 1 | |
| 103 | 1 | |
| 64 | 1 | |
| 60 | 1 | |
| 58 | 1 | |
| 56 | 1 | |
| 51 | 1 | |
| 47 | 1 |
| Distinct | 257 |
|---|---|
| Distinct (%) | 51.5% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 177.9458918 |
| Minimum | 0 |
|---|---|
| Maximum | 5172 |
| Zeros | 5 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 56.5 |
| median | 101 |
| Q3 | 187.5 |
| 95-th percentile | 534.1 |
| Maximum | 5172 |
| Range | 5172 |
| Interquartile range (IQR) | 131 |
Descriptive statistics
| Standard deviation | 323.3987416 |
|---|---|
| Coefficient of variation (CV) | 1.817399314 |
| Kurtosis | 119.1824443 |
| Mean | 177.9458918 |
| Median Absolute Deviation (MAD) | 54 |
| Skewness | 8.955312968 |
| Sum | 88795 |
| Variance | 104586.7461 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98 | 7 | 1.4% |
| 79 | 6 | 1.2% |
| 53 | 6 | 1.2% |
| 72 | 6 | 1.2% |
| 7 | 6 | 1.2% |
| 148 | 6 | 1.2% |
| 32 | 5 | 1.0% |
| 0 | 5 | 1.0% |
| 48 | 5 | 1.0% |
| 101 | 5 | 1.0% |
| Other values (247) | 442 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 1 | 1 | 0.2% |
| 2 | 3 | |
| 3 | 3 | |
| 4 | 4 | |
| 5 | 1 | 0.2% |
| 6 | 3 | |
| 7 | 6 | |
| 8 | 1 | 0.2% |
| 9 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 5172 | 1 | |
| 1998 | 1 | |
| 1639 | 1 | |
| 1622 | 1 | |
| 1572 | 1 | |
| 1546 | 1 | |
| 1505 | 1 | |
| 1372 | 1 | |
| 1155 | 1 | |
| 1047 | 1 |
| Distinct | 88 |
|---|---|
| Distinct (%) | 17.7% |
| Missing | 4 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.26612903 |
| Minimum | 0 |
|---|---|
| Maximum | 790 |
| Zeros | 13 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 10 |
| median | 19 |
| Q3 | 32.25 |
| 95-th percentile | 76.25 |
| Maximum | 790 |
| Range | 790 |
| Interquartile range (IQR) | 22.25 |
Descriptive statistics
| Standard deviation | 42.61329216 |
|---|---|
| Coefficient of variation (CV) | 1.562865492 |
| Kurtosis | 208.5429536 |
| Mean | 27.26612903 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 12.16137931 |
| Sum | 13524 |
| Variance | 1815.892669 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 20 | 4.0% |
| 13 | 20 | 4.0% |
| 26 | 16 | 3.2% |
| 10 | 16 | 3.2% |
| 17 | 15 | 3.0% |
| 11 | 15 | 3.0% |
| 16 | 15 | 3.0% |
| 7 | 14 | 2.8% |
| 2 | 14 | 2.8% |
| 18 | 14 | 2.8% |
| Other values (78) | 337 |
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 1 | 11 | |
| 2 | 14 | |
| 3 | 10 | |
| 4 | 7 | |
| 5 | 9 | |
| 6 | 10 | |
| 7 | 14 | |
| 8 | 11 | |
| 9 | 12 |
| Value | Count | Frequency (%) |
| 790 | 1 | |
| 208 | 1 | |
| 181 | 1 | |
| 147 | 1 | |
| 139 | 1 | |
| 128 | 1 | |
| 123 | 1 | |
| 122 | 1 | |
| 121 | 1 | |
| 109 | 1 |
Total Interactions
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 280 |
|---|---|
| Distinct (%) | 56.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 212.12 |
| Minimum | 0 |
|---|---|
| Maximum | 6334 |
| Zeros | 6 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.95 |
| Q1 | 71 |
| median | 123.5 |
| Q3 | 228.5 |
| 95-th percentile | 605.85 |
| Maximum | 6334 |
| Range | 6334 |
| Interquartile range (IQR) | 157.5 |
Descriptive statistics
| Standard deviation | 380.233118 |
|---|---|
| Coefficient of variation (CV) | 1.7925378 |
| Kurtosis | 138.71578 |
| Mean | 212.12 |
| Median Absolute Deviation (MAD) | 67.5 |
| Skewness | 9.712906039 |
| Sum | 106060 |
| Variance | 144577.224 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 75 | 6 | 1.2% |
| 39 | 6 | 1.2% |
| 0 | 6 | 1.2% |
| 67 | 5 | 1.0% |
| 90 | 5 | 1.0% |
| 117 | 5 | 1.0% |
| 97 | 5 | 1.0% |
| 126 | 4 | 0.8% |
| 121 | 4 | 0.8% |
| 17 | 4 | 0.8% |
| Other values (270) | 450 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 2 | 3 | |
| 3 | 2 | 0.4% |
| 4 | 2 | 0.4% |
| 5 | 2 | 0.4% |
| 6 | 3 | |
| 7 | 4 | |
| 8 | 1 | 0.2% |
| 9 | 2 | 0.4% |
| 10 | 4 |
| Value | Count | Frequency (%) |
| 6334 | 1 | |
| 2177 | 1 | |
| 1974 | 1 | |
| 1873 | 1 | |
| 1806 | 1 | |
| 1777 | 1 | |
| 1626 | 1 | |
| 1439 | 1 | |
| 1290 | 1 | |
| 1174 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Category | Post Month | Paid | Lifetime Post Total Reach | Lifetime Post Total Impressions | Lifetime Engaged Users | Lifetime Post Consumers | Lifetime Post Consumptions | Comments | Likes | Shares | Total Interactions | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2 | 12 | 0.0 | 2752 | 5091 | 178 | 109 | 159 | 4 | 79.0 | 17.0 | 100 |
| 1 | 2 | 12 | 0.0 | 10460 | 19057 | 1457 | 1361 | 1674 | 5 | 130.0 | 29.0 | 164 |
| 2 | 3 | 12 | 0.0 | 2413 | 4373 | 177 | 113 | 154 | 0 | 66.0 | 14.0 | 80 |
| 3 | 2 | 12 | 1.0 | 50128 | 87991 | 2211 | 790 | 1119 | 58 | 1572.0 | 147.0 | 1777 |
| 4 | 2 | 12 | 0.0 | 7244 | 13594 | 671 | 410 | 580 | 19 | 325.0 | 49.0 | 393 |
| 5 | 2 | 12 | 0.0 | 10472 | 20849 | 1191 | 1073 | 1389 | 1 | 152.0 | 33.0 | 186 |
| 6 | 3 | 12 | 1.0 | 11692 | 19479 | 481 | 265 | 364 | 3 | 249.0 | 27.0 | 279 |
| 7 | 3 | 12 | 1.0 | 13720 | 24137 | 537 | 232 | 305 | 0 | 325.0 | 14.0 | 339 |
| 8 | 2 | 12 | 0.0 | 11844 | 22538 | 1530 | 1407 | 1692 | 0 | 161.0 | 31.0 | 192 |
| 9 | 3 | 12 | 0.0 | 4694 | 8668 | 280 | 183 | 250 | 3 | 113.0 | 26.0 | 142 |
Last rows
| Category | Post Month | Paid | Lifetime Post Total Reach | Lifetime Post Total Impressions | Lifetime Engaged Users | Lifetime Post Consumers | Lifetime Post Consumptions | Comments | Likes | Shares | Total Interactions | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 490 | 3 | 1 | 0.0 | 5280 | 8703 | 951 | 911 | 1237 | 1 | 79.0 | 30.0 | 110 |
| 491 | 3 | 1 | 1.0 | 6184 | 10228 | 956 | 901 | 1140 | 1 | 105.0 | 46.0 | 152 |
| 492 | 1 | 1 | 0.0 | 45920 | 5808 | 753 | 655 | 763 | 0 | 128.0 | 9.0 | 137 |
| 493 | 3 | 1 | 0.0 | 8412 | 13960 | 1179 | 1111 | 1632 | 17 | 185.0 | 55.0 | 257 |
| 494 | 3 | 1 | 0.0 | 5400 | 9218 | 810 | 756 | 1003 | 10 | 125.0 | 41.0 | 176 |
| 495 | 3 | 1 | 0.0 | 4684 | 7536 | 733 | 708 | 985 | 5 | 53.0 | 26.0 | 84 |
| 496 | 2 | 1 | 0.0 | 3480 | 6229 | 537 | 508 | 687 | 0 | 53.0 | 22.0 | 75 |
| 497 | 1 | 1 | 0.0 | 3778 | 7216 | 625 | 572 | 795 | 4 | 93.0 | 18.0 | 115 |
| 498 | 3 | 1 | 0.0 | 4156 | 7564 | 626 | 574 | 832 | 7 | 91.0 | 38.0 | 136 |
| 499 | 2 | 1 | NaN | 4188 | 7292 | 564 | 524 | 743 | 0 | 91.0 | 28.0 | 119 |